Default size for empty
Directly after you add an Empty press F6 to get the Add Empty Operator parameters. 



The Radius parameter will set the visual size of the current Empty and all new Empties that you add afterwards during that session.

Unfortunately there isn't a configuration option to set the default radius permanently.